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Method: Robust chromatin state annotation
- Mehdi Foroozandeh Shahraki,
- Marjan Farahbod,
- and Maxwell W. Libbrecht
Genome Res. March 2024 34: 469-483; Published in Advance March 21, 2024, doi:10.1101/gr.278343.123
...method for assigning calibrated confidence scores to chromatin state annotations. Toward this goal, we performed a comprehensive evaluation of the reproducibility of the two most widely used existing SAGA methods, ChromHMM and Segway. We found that their predictions are frequently irreproducible...
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Method: Tissular chromatin-state cartography based on double-barcoded DNA arrays that capture unloaded PA-Tn5 transposase
- Maria Grazia Mendoza-Ferri,
- Gwendoline Lozachmeur,
- Maximilien Duvina,
- Laetitia Perret,
- Didier Merciris,
- Anne Gigout,
- and Marco Antonio Mendoza-Parra
Genome Res. July 2025 35: 1633-1645; Published in Advance May 13, 2025, doi:10.1101/gr.280305.124
...for various states of gene transcriptional status (active, bivalent, repressed), we have integrated several histone modifications generated from consecutive mouse embryo sections to reveal changes in chromatin states across the tissue. Overall, this spatial epigenomic technology combined with the use...
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Method: Statistically rigorous and computationally efficient chromatin stripe detection with Quagga
- Fan Feng,
- Sean Moran,
- Anders S. Hansen,
- Xiaotian Zhang,
- and Jie Liu
Genome Res. January 2026 36: 159-168; Published in Advance November 12, 2025, doi:10.1101/gr.280132.124
...-sequencing scale, a corresponding chromatin stripe is a place where multiple loop configurations are anchored to one particular part of the , and their “sliding states” are affected at the population level, giving them a stripe appearance on the chromatin contact map, which reflects the highly dynamic nature...
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Method: Early feature extraction drives model performance in high-resolution chromatin accessibility prediction
- Aayush Grover,
- Till Muser,
- Liine Kasak,
- Lin Zhang,
- Ekaterina Krymova,
- and Valentina Boeva
Genome Res. March 2026 36: 619-629; Published in Advance January 12, 2026, doi:10.1101/gr.281042.125
...NeXt-based architectures, we performed feature attribution using integrated gradients (Sundararajan et al. 2017) followed by motif discovery (Methods). This analysis revealed that the ConvNeXt-based models consistently learned sequence motifs corresponding to transcription factors with known roles in regulating chromatin...
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Method: Highly accurate reference and method selection for universal cross–data set cell type annotation with CAMUS
- Qunlun Shen,
- Shuqin Zhang,
- and Shihua Zhang
Genome Res. November 2025 35: 2527-2538; Published in Advance October 1, 2025, doi:10.1101/gr.280821.125
...Highly accurate reference and method selection for universal cross–data set cell type annotation with CAMUS Qunlun Shen1,2, Shuqin Zhang1,3 and Shihua Zhang2,4,5 1School of Mathematical Sciences, Fudan University, Shanghai 200433, China; 2State Key Laboratory of Mathematical Sciences, Academy...
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Method: Robust and efficient annotation of cell states through gene signature scoring
- Laure Ciernik,
- Agnieszka Kraft,
- Florian Barkmann,
- Josephine Yates,
- and Valentina Boeva
Genome Res. March 2026 36: 630-644; Published in Advance February 18, 2026, doi:10.1101/gr.280926.125
..., particularly for unsupervised cellular state annotation based on maximum signature score values. However, this application requires robust and comparable score distributions across diverse signatures and experimental conditions. Our systematic evaluation of established scoring methodologies—Seurat, SCANPY...
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Method: Automated chromatin profiling with spa-ChIP-seq uncovers the impacts of condition variations
- Yuwei Cao,
- Lauren Patel,
- Lauren Alcoser,
- Eric Mendenhall,
- Christopher Benner,
- Sven Heinz,
- and Alon Goren
Genome Res. January 2026 36: 129-141; Published in Advance December 12, 2025, doi:10.1101/gr.281320.125
..., Barnett-Itzhaki Z, Jaitin D, Amann-Zalcenstein D, Lara-Astiaso D, Amit I. 2013. High-throughput chromatin immunoprecipitation for -wide mapping of in vivo protein-DNA interactions and epigenomic states. Nat Protoc 8: 539–554. doi:10.1038/nprot.2013.023 ↵Bolger AM, Lohse M, Usadel B. 2014. Trimmomatic...
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Research: Cell-type- and chromosome-specific chromatin landscapes and DNA replication programs of Drosophila testis tumor stem cell–like cells
- Jennifer A. Urban,
- Daniel Ringwalt,
- John M. Urban,
- Wingel Xue,
- Ryan Gleason,
- Keji Zhao,
- and Xin Chen
Genome Res. January 2026 36: 83-101; Published in Advance December 10, 2025, doi:10.1101/gr.280809.125
.... Finally, we determine cell-type-specific replication timing profiles, integrating our in vivo data sets with published data using cultured cell lines. Our results reveal that GSC-like cells display a distinct replication program, compared with somatic lineages, that aligns with chromatin state differences...
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Research: Genome-wide nucleosome and transcription factor responses to genetic perturbations reveal chromatin-mediated mechanisms of transcriptional regulation
- Kevin Moyung,
- Yulong Li,
- Heather K. MacAlpine,
- Alexander J. Hartemink,
- and David M. MacAlpine
Genome Res. January 2026 36: 115-128; Published in Advance December 9, 2025, doi:10.1101/gr.279637.124
...interactions. An interaction was characterized as a direct interaction if an annotated binding site related to the mutant was confirmed by a motif or external binding evidence at the specific target gene (MacIsaac et al. 2006; Grant et al. 2011; Rossi et al. 2021). Chromatin signatures were consistent with up...
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Perspective: Notable challenges posed by long-read sequencing for the study of transcriptional diversity and genome annotation
- Carolina Monzó,
- Adam Frankish,
- and Ana Conesa
Genome Res. April 2025 35: 583-592; Published in Advance March 3, 2025, doi:10.1101/gr.279865.124
...Notable challenges posed by long-read sequencing for the study of transcriptional diversity and annotation Carolina Monzó1, Adam Frankish2 and Ana Conesa1 1Institute for Integrative Systems Biology (I2SysBio), Spanish National Research Council (CSIC), Paterna 46980, Spain; 2European Molecular...
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